Joint learning of feature and topology for multi-view graph convolutional network

• Published in: Neural Networks Vol. 168; pp. 161 - 170
• Main Authors: Chen, Yuhong, Wu, Zhihao, Chen, Zhaoliang, Dong, Mianxiong, Wang, Shiping
• Format: Journal Article
• Language: English; Japanese
• Published: Elsevier Ltd 01.11.2023; Elsevier BV
• Subjects: Feature and topology fusion; Graph convolution network; Learning; Multi-view learning; Neural Networks, Computer; Semi-supervised classification; Semi-supervised classification; Feature and topology fusion; Graph convolution network; Multi-view learning

Graph convolutional network has been extensively employed in semi-supervised classification tasks. Although some studies have attempted to leverage graph convolutional networks to explore multi-view data, they mostly consider the fusion of feature and topology individually, leading to the underutili...